Integrating transcriptome and metabolome variability to reveal pathogenesis of esophageal squamous cell carcinoma

代谢组 转录组 食管鳞状细胞癌 发病机制 代谢组学 生物 基底细胞 计算生物学 生物信息学 医学 病理 基因 遗传学 免疫学 基因表达
作者
Jing Cheng,Qi Liu,Hai Jin,Dongdong Zeng,Yuehua Liao,Yuxia Zhao,Xianfu Gao,Guangyong Zheng
出处
期刊:Biochimica Et Biophysica Acta: Molecular Basis Of Disease [Elsevier]
卷期号:1867 (1): 165966-165966 被引量:9
标识
DOI:10.1016/j.bbadis.2020.165966
摘要

Esophageal Squamous Cell Carcinoma (ESCC) is an aggressive malignancy, leading to more than 250,000 deaths in China every year. However, the pathogenesis of ESCC remains unclear, which hinders the diagnosis and treatment of the disease in clinic. To elucidate underlying mechanism and identify potential biomarkers, an integrative strategy of combining transcriptome and metabolome has been implemented to find potential causal genes and metabolites for ESCC. At the transcriptional level, dysregulated genes in ESCC patients were identified and pathway enrichment analysis discovered tyrosine metabolic pathway as a promising target. Subsequently, up- and down-stream metabolites of tyrosine pathway were explored through targeted metabolome approach. Five metabolites, i.e. phenylalanine, 4-hydroxyphenyllactic acid, 3,4-dihydroxyphenylalanine, 3,4-dihydroxyphenylacetic acid and tyrosine were identified as diagnosis biomarkers for ESCC and metastatic ESCC patients. A biological model incorporating both transcriptional and metabolic dysregulation was also established to illustrate the potential mechanism of tumorigenesis and metastasis for ESCC. Integrative transcriptomics and metabolomics analysis suggested that tyrosine pathway was essential for the tumorigenesis and metastasis of ESCC primarily through altering immune response and regulating tumor microenvironment. This research sheds light on the pathogenesis of ESCC and discovers potential biomarkers for the diagnosis of the disease.
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